摘要
随着信息技术的快速发展和互联网的普及,数据量爆炸式增长,催生了大数据时代。大数据技术在各领域中的应用迅速扩展,体现出了巨大的潜力与价值。云计算作为一种新兴的计算模式,可以提供弹性、高效的计算资源,为大数据处理提供有力支持。然而,随着数据量的增加和处理需求的多样化,大数据处理技术在云计算环境下面临诸多挑战。文中探讨了云计算环境下大数据处理技术的性能分析与优化策略,以促进大数据处理技术的发展与创新。
With the rapid development of information technology and the popularity of the Internet,the amount of data has exploded,giving birth to the era of big data.The application of big data technology in various fields has expanded rapidly,reflecting great potential and value.Cloud computing,as an emerging computing model,can provide elastic and efficient computing resources and provide strong support for big data processing.However,with the increase of data volume and the diversification of processing requirements,big data processing technology faces many challenges in the cloud computing environment.This paper discusses the performance analysis and optimization strategies of big data processing technology in the cloud computing environment to promote the development and innovation of big data processing technology.
作者
李梅雪
陈浩
张晨晖
LI Meixue;CHEN Hao;ZHANG Chenhui(Rizhao Marine Engineering Vocational College,Rizhao,Shandong 276800,China)
出处
《移动信息》
2024年第11期290-292,共3页
Mobile Information
关键词
云计算
大数据处理
性能优化
资源管理
Cloud computing
Big data processing
Performance optimization
Resource management